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Annotation Artifacts in Natural Language Inference Data

6 March 2018

Papers citing "Annotation Artifacts in Natural Language Inference Data"

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Title
Learning from Task Descriptions Orion Weller Nicholas Lourie Matt Gardner Matthew E. Peters 113 91 0 16 Nov 2020
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 78 44 0 10 Nov 2020
An Analysis of Dataset Overlap on Winograd-Style Tasks Ali Emami Adam Trischler Kaheer Suleman Jackie C.K. Cheung 76 22 0 09 Nov 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Christopher Clark Mark Yatskar Luke Zettlemoyer 77 62 0 07 Nov 2020
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks Denis Emelin Ivan Titov Rico Sennrich AAML 51 6 0 03 Nov 2020
Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference Lasha Abzianidze NAI 44 11 0 29 Oct 2020
Selective Classification Can Magnify Disparities Across Groups Erik Jones Shiori Sagawa Pang Wei Koh Ananya Kumar Percy Liang 113 47 0 27 Oct 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 255 47 0 24 Oct 2020
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education Debajyoti Datta Maria Phillips Jennifer L. Chiu G. Watson J. Bywater Laura E. Barnes Donald E. Brown 54 7 0 23 Oct 2020
Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng Xiaodong Liu L. Pereira Yaoliang Yu Jianfeng Gao 303 31 0 23 Oct 2020
Concealed Data Poisoning Attacks on NLP Models Eric Wallace Tony Zhao Shi Feng Sameer Singh SILM 83 20 0 23 Oct 2020
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 82 13 0 23 Oct 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 113 54 0 22 Oct 2020
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 67 3 0 22 Oct 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz Alex Schwing Tamir Hazan 106 92 0 21 Oct 2020
ConjNLI: Natural Language Inference Over Conjunctive Sentences Swarnadeep Saha Yixin Nie Joey Tianyi Zhou 100 36 0 20 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 62 33 0 18 Oct 2020
What is More Likely to Happen Next? Video-and-Language Future Event Prediction Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 96 73 0 15 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Ana Marasović Chandra Bhagavatula J. S. Park Ronan Le Bras Noah A. Smith Yejin Choi ReLM LRM 99 62 0 15 Oct 2020
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 328 450 0 15 Oct 2020
Geometry matters: Exploring language examples at the decision boundary Debajyoti Datta Shashwat Kumar Laura E. Barnes Tom Fletcher AAML 32 3 0 14 Oct 2020
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options Clara Vania Ruijie Chen Samuel R. Bowman 89 11 0 13 Oct 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 71 14 0 12 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 140 151 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 95 118 0 12 Oct 2020
Gradient-based Analysis of NLP Models is Manipulable Junlin Wang Jens Tuyls Eric Wallace Sameer Singh AAML FAtt 78 60 0 12 Oct 2020
FIND: Human-in-the-Loop Debugging Deep Text Classifiers Piyawat Lertvittayakumjorn Lucia Specia Francesca Toni 62 54 0 10 Oct 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data William Huang Haokun Liu Samuel R. Bowman 84 38 0 09 Oct 2020
Case Study: Deontological Ethics in NLP Shrimai Prabhumoye Brendon Boldt Ruslan Salakhutdinov A. Black AILaw 67 29 0 09 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 73 25 0 08 Oct 2020
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference Xiaoan Ding Tianyu Liu Baobao Chang Zhifang Sui Kevin Gimpel 85 8 0 08 Oct 2020
"I'd rather just go to bed": Understanding Indirect Answers Annie Louis Dan Roth Filip Radlinski 75 48 0 07 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 95 26 0 07 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 72 17 0 07 Oct 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start Wenpeng Yin Nazneen Rajani Dragomir R. Radev R. Socher Caiming Xiong 90 69 0 06 Oct 2020
Explaining The Efficacy of Counterfactually Augmented Data Divyansh Kaushik Amrith Rajagopal Setlur Eduard H. Hovy Zachary Chase Lipton CML 76 82 0 05 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 86 84 0 05 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 108 26 0 04 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 108 49 0 01 Oct 2020
XTE: Explainable Text Entailment V. S. Silva André Freitas Siegfried Handschuh 59 6 0 25 Sep 2020
Towards Debiasing NLU Models from Unknown Biases Prasetya Ajie Utama N. Moosavi Iryna Gurevych 119 155 0 25 Sep 2020
The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets Oana-Maria Camburu Eleonora Giunchiglia Jakob N. Foerster Thomas Lukasiewicz Phil Blunsom FAtt 80 23 0 23 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 147 452 0 22 Sep 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 91 33 0 18 Sep 2020
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 111 35 0 15 Sep 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 68 22 0 11 Sep 2020
Scruples: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes Nicholas Lourie Ronan Le Bras Yejin Choi 72 125 0 20 Aug 2020
DQI: A Guide to Benchmark Evaluation Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 65 8 0 10 Aug 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks Leyang Cui Sijie Cheng Yu Wu Yue Zhang SSL CML LRM 57 15 0 10 Aug 2020
Our Evaluation Metric Needs an Update to Encourage Generalization Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 86 16 0 14 Jul 2020